{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Bus Resonator Coupler (transmon-transmon)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "\n",
    "import qiskit_metal as metal\n",
    "from qiskit_metal import designs, draw\n",
    "from qiskit_metal import MetalGUI, Dict, Headings\n",
    "import pyEPR as epr"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Create the design in Metal\n",
    "Setup a design of a given dimension. Dimensions will be respected in the design rendering. <br>\n",
    "Note that the design size extends from the origin into the first quadrant."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "design = designs.DesignPlanar({}, True)\n",
    "design.chips.main.size['size_x'] = '4mm'\n",
    "design.chips.main.size['size_y'] = '6mm'\n",
    "\n",
    "gui = MetalGUI(design)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Create two transmons with one meander resonator."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from qiskit_metal.qlibrary.qubits.transmon_pocket import TransmonPocket\n",
    "from qiskit_metal.qlibrary.tlines.meandered import RouteMeander"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'pos_x': '0um',\n",
       " 'pos_y': '0um',\n",
       " 'connection_pads': {},\n",
       " '_default_connection_pads': {'pad_gap': '15um',\n",
       "  'pad_width': '125um',\n",
       "  'pad_height': '30um',\n",
       "  'pad_cpw_shift': '5um',\n",
       "  'pad_cpw_extent': '25um',\n",
       "  'cpw_width': 'cpw_width',\n",
       "  'cpw_gap': 'cpw_gap',\n",
       "  'cpw_extend': '100um',\n",
       "  'pocket_extent': '5um',\n",
       "  'pocket_rise': '65um',\n",
       "  'loc_W': '+1',\n",
       "  'loc_H': '+1'},\n",
       " 'chip': 'main',\n",
       " 'pad_gap': '30um',\n",
       " 'inductor_width': '20um',\n",
       " 'pad_width': '455um',\n",
       " 'pad_height': '90um',\n",
       " 'pocket_width': '650um',\n",
       " 'pocket_height': '650um',\n",
       " 'orientation': '0',\n",
       " 'hfss_wire_bonds': False,\n",
       " 'q3d_wire_bonds': False,\n",
       " 'hfss_inductance': '10nH',\n",
       " 'hfss_capacitance': 0,\n",
       " 'hfss_resistance': 0,\n",
       " 'hfss_mesh_kw_jj': 7e-06,\n",
       " 'q3d_inductance': '10nH',\n",
       " 'q3d_capacitance': 0,\n",
       " 'q3d_resistance': 0,\n",
       " 'q3d_mesh_kw_jj': 7e-06,\n",
       " 'gds_cell_name': 'my_other_junction'}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "TransmonPocket.get_template_options(design)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'pin_inputs': {'start_pin': {'component': '', 'pin': ''},\n",
       "  'end_pin': {'component': '', 'pin': ''}},\n",
       " 'fillet': '0',\n",
       " 'lead': {'start_straight': '0mm',\n",
       "  'end_straight': '0mm',\n",
       "  'start_jogged_extension': '',\n",
       "  'end_jogged_extension': ''},\n",
       " 'total_length': '7mm',\n",
       " 'chip': 'main',\n",
       " 'layer': '1',\n",
       " 'trace_width': 'cpw_width',\n",
       " 'meander': {'spacing': '200um', 'asymmetry': '0um'},\n",
       " 'snap': 'true',\n",
       " 'prevent_short_edges': 'true',\n",
       " 'hfss_wire_bonds': False,\n",
       " 'q3d_wire_bonds': False}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "RouteMeander.get_template_options(design)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "q1 = TransmonPocket(design, 'Q1', options = dict(\n",
    "    pad_width = '425 um', \n",
    "    pocket_height = '650um',\n",
    "    connection_pads=dict(\n",
    "        readout = dict(loc_W=+1,loc_H=+1, pad_width='200um')\n",
    "    )))\n",
    "\n",
    "q2 = TransmonPocket(design, 'Q2', options = dict(\n",
    "    pos_x = '2.0 mm',\n",
    "    pad_width = '425 um', \n",
    "    pocket_height = '650um',\n",
    "    connection_pads=dict(\n",
    "        readout = dict(loc_W=-1,loc_H=+1, pad_width='200um')\n",
    "    )))\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "coupler_options = Dict(\n",
    "                        pin_inputs=Dict(\n",
    "                                start_pin=Dict(component='Q1', pin='readout'),\n",
    "                        end_pin=Dict(\n",
    "                                component='Q2', pin='readout')), \n",
    "                        fillet='99.9um',\n",
    "                        total_length = '5mm',\n",
    "                        lead = Dict(start_straight = '200um'\n",
    "                                    ))\n",
    "\n",
    "\n",
    "bus = RouteMeander(design, 'coupler', options= coupler_options)\n",
    "\n",
    "gui.rebuild()\n",
    "gui.autoscale()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Get a list of all the qcomponents in QDesign and then zoom on them.\n",
    "all_component_names = design.components.keys()\n",
    "\n",
    "gui.zoom_on_components(all_component_names)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Save screenshot as a .png formatted file.\n",
    "gui.screenshot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<IPython.core.display.Image object>"
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      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Screenshot the canvas only as a .png formatted file.\n",
    "gui.figure.savefig('shot.png')\n",
    "\n",
    "from IPython.display import Image, display\n",
    "_disp_ops = dict(width=500)\n",
    "display(Image('shot.png', **_disp_ops))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Closing the Qiskit Metal GUI\n",
    "gui.main_window.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "codemirror_mode": {
    "name": "ipython",
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